Label-free and non-invasive discrimination of HaCaT and melanoma cells in a co-culture model by hyperspectral confocal reflectance microscopy

J Biophotonics. 2016 Jun;9(6):619-25. doi: 10.1002/jbio.201500122. Epub 2015 Sep 16.

Abstract

A novel hyperspectral confocal microscopy method to separate different cell populations in a co-culture model is presented here. The described methodological and instrumental approach allows discrimination of different cell types using a non-invasive, label free method with good accuracy with a single cell resolution. In particular, melanoma cells are discriminated from HaCaT cells by hyperspectral confocal imaging, principal component analysis and optical frequencies signing, as confirmed by fluorescence labelling cross check. The identification seems to be quite robust to be insensitive to the cellular shape within the studied samples, enabling to separate cells according to their cytotype down to a single cell sensitivity. Set of hyperspectral images of melanoma-keratinocytes co-culture model (left), score plot of principal component analysis and spectral analysis of principal components coefficients (center), label-free spectral identification of cell populations (right).

Keywords: hyperspectral microscopy; melanoma cells HaCaT cells co-culture; multivariate analysis.

MeSH terms

  • Cell Line
  • Coculture Techniques*
  • Humans
  • Keratinocytes / cytology*
  • Melanoma / pathology*
  • Microscopy, Confocal*
  • Principal Component Analysis